Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "120" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 91 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 87 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.08% | 0.00% | 1.592953 | -0.616832 | 0.350652 | -1.115793 | 0.662622 | -0.743115 | 0.160492 | -0.661601 | 0.7883 | 0.8021 | 0.2423 | 2.916095 | 3.348663 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 0.00% | 1.665176 | 0.222727 | 1.170321 | -0.835952 | 0.055045 | -0.040235 | 1.746267 | 2.187467 | 0.7390 | 0.7374 | 0.2480 | 2.708560 | 2.539036 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.414508 | -1.198555 | 0.923140 | 0.939623 | 1.990299 | -1.102912 | 1.508966 | -0.167827 | 0.0295 | 0.0293 | 0.0017 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.092747 | 8.524479 | 0.880687 | 0.576847 | 20.835681 | 24.683315 | 21.385468 | 24.471451 | 0.6628 | 0.6819 | 0.3422 | 12.385009 | 10.784076 |
| 2459590 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.527643 | 1.981789 | 1.747227 | -0.730587 | 4.074347 | 2.872425 | 9.783396 | 11.774204 | 0.6734 | 0.6905 | 0.3507 | 8.409733 | 7.941862 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 1.614048 | -0.587483 | 2.127784 | -0.900376 | 0.188802 | -0.726302 | 0.655423 | -0.693582 | 0.7154 | 0.7168 | 0.2794 | 1.929685 | 1.840195 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 2.126262 | -0.319978 | 2.582971 | -0.480626 | 0.977709 | 0.686550 | 0.799212 | -0.035369 | 0.7813 | 0.7748 | 0.2103 | 4.276951 | 3.136378 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 0.803359 | 0.821994 | 3.667219 | -0.654083 | -0.522816 | -0.558005 | 7.004086 | 7.587625 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.601617 | 0.115399 | 0.506012 | 0.281555 | -0.354567 | 0.983470 | 4.886984 | 6.465529 | 0.6554 | 0.6752 | 0.3532 | 5.966660 | 5.697579 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 5.997388 | 5.181185 | 0.644446 | 1.381859 | 2.183055 | 4.248960 | 2.697620 | 0.329755 | 0.0305 | 0.0298 | 0.0012 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 18.715768 | 20.799912 | 5.614067 | 3.402530 | 5.602344 | 12.075685 | 17.448489 | 17.363743 | 0.6572 | 0.6767 | 0.3508 | 0.000000 | 0.000000 |
| 2459583 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.714445 | 2.428203 | 2.233126 | -0.602939 | 2.328170 | 3.218877 | 6.689438 | 7.207938 | 0.6642 | 0.6838 | 0.3675 | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.437569 | 2.300257 | 1.371199 | -0.495098 | 1.509943 | 1.905833 | 7.970020 | 9.424806 | 0.6687 | 0.6849 | 0.3666 | 8.269121 | 6.587399 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 19.46% | 8.11% | 0.001552 | -0.151483 | 2.349966 | -0.953076 | -0.743871 | -0.365081 | 1.259619 | 0.786720 | 0.6783 | 0.6959 | 0.3684 | 2.283085 | 2.012670 |
| 2459580 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.440202 | 10.935818 | 1.581640 | -0.272916 | 5.617291 | 6.485869 | 24.121815 | 22.789622 | 0.6616 | 0.6793 | 0.3501 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.017022 | 0.736473 | 3.241550 | -0.445334 | 0.314977 | 1.289114 | 4.124840 | 6.174964 | 0.6640 | 0.6846 | 0.3754 | 6.215328 | 5.682004 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.155878 | -0.835095 | -0.331739 | 1.026490 | -0.162438 | -0.451425 | 0.068889 | -1.730482 | 0.0284 | 0.0278 | 0.0014 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.112290 | -0.772153 | 3.210241 | -0.779147 | 0.015211 | -0.507445 | 1.152195 | 0.765957 | 0.6705 | 0.6920 | 0.3746 | 1.911428 | 1.658344 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 0.00% | 0.307204 | -0.676672 | 2.387557 | -0.353986 | 0.298189 | -0.491389 | 1.508989 | 0.443314 | 0.6949 | 0.7164 | 0.3762 | 1.618091 | 1.544040 |
| 2459575 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.078023 | -0.759788 | 2.745755 | -0.331112 | 1.195232 | -0.492823 | 4.018576 | -0.371826 | 0.7594 | 0.7662 | 0.3212 | 8.776613 | 7.713638 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 1.08% | 0.981266 | -0.458930 | 0.813574 | -0.428665 | -0.670046 | -0.678936 | -0.377205 | -0.502539 | 0.6926 | 0.7100 | 0.3756 | 1.725321 | 1.569737 |
| 2459573 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.415012 | 5.710222 | 2.688806 | -0.517365 | 3.583844 | 5.674153 | 23.589220 | 29.020414 | 0.6835 | 0.7022 | 0.3569 | 8.185549 | 6.717172 |
| 2459572 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.397057 | 5.204366 | 1.818301 | -0.547981 | 2.123062 | 3.725723 | 33.002772 | 44.939748 | 0.6946 | 0.7125 | 0.3501 | 11.808555 | 9.606614 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.701351 | -0.721077 | -0.092080 | 0.971921 | 1.942769 | -0.063931 | 0.101996 | -1.798831 | 0.0374 | 0.0289 | 0.0032 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.54% | 1.566951 | -0.873444 | 1.015665 | -0.492881 | 0.961674 | -0.962013 | 0.732219 | -0.696296 | 0.7708 | 0.7799 | 0.2265 | 2.598736 | 2.194010 |
| 2459566 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.478676 | 3.325034 | 4.961827 | -0.589434 | 5.650990 | 3.311580 | 28.063416 | 17.737301 | 0.6718 | 0.6956 | 0.3760 | 9.969161 | 7.399823 |
| 2459565 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.684108 | -0.538356 | -0.558639 | -0.096327 | 4.336892 | 0.204608 | 2.378490 | 2.406677 | 0.7026 | 0.7120 | 0.3822 | 3.606146 | 2.996344 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.156996 | -0.699482 | 0.783846 | 0.077197 | 3.226977 | -0.783707 | 2.429002 | 0.682011 | 0.6986 | 0.7109 | 0.3811 | 1.766578 | 1.640155 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.223235 | -0.659092 | 1.665497 | 0.130469 | 0.153267 | 0.514834 | 1.526141 | 0.811987 | 0.6948 | 0.7145 | 0.3827 | 1.829084 | 1.568989 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.118855 | -0.573116 | 1.304868 | 0.031292 | -0.224718 | 0.337710 | 0.879749 | 0.382264 | 0.7019 | 0.7194 | 0.3758 | 1.813181 | 1.604244 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.147957 | -0.791478 | 1.726387 | -0.014232 | 0.044440 | 0.606353 | 0.883427 | 0.242815 | 0.6924 | 0.7118 | 0.3905 | 1.863196 | 1.577504 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.54% | -0.009595 | -0.867371 | 1.568060 | -0.115476 | 0.011343 | 0.466707 | 1.103062 | 0.309418 | 0.6929 | 0.7104 | 0.3755 | 1.822682 | 1.568020 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.612690 | -0.674364 | 2.028320 | -0.192907 | -0.495748 | -0.876294 | 2.315749 | 1.483072 | 0.6937 | 0.7084 | 0.3848 | 1.798462 | 1.596298 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0292 | 0.0297 | 0.0012 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.639616 | -0.437831 | 1.267474 | -0.214958 | -0.508268 | -0.661053 | -0.080809 | -0.454305 | 0.6932 | 0.7096 | 0.3792 | 1.733527 | 1.572517 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7003 | 0.7156 | 0.3870 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6965 | 0.7118 | 0.3852 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.131133 | -0.662901 | 1.513262 | -0.987216 | 2.580886 | -0.822608 | 1.148138 | 1.926180 | 0.7078 | 0.7174 | 0.3757 | 1.058120 | 1.171035 |
| 2459551 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.864246 | 0.071714 | 0.676847 | -0.280672 | 0.548104 | 0.807439 | 9.487466 | 7.625385 | 0.6973 | 0.7127 | 0.3653 | 4.145033 | 3.312866 |
| 2459550 | digital_ok | - | 96.71% | 96.71% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0458 | 0.0448 | 0.0012 | nan | nan |
| 2459549 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.085190 | 2.323210 | 0.751215 | -0.694042 | 3.341965 | 2.929488 | 24.378415 | 19.305792 | 0.6897 | 0.7083 | 0.3783 | 5.230066 | 4.297556 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 0.201059 | -1.066291 | 0.404818 | -0.449416 | 0.336698 | -0.526418 | 2.114099 | 1.571380 | 0.7485 | 0.7604 | 0.3436 | 2.043701 | 1.640438 |
| 2459541 | digital_ok | 0.00% | 1.79% | 1.79% | 0.00% | 21.88% | 0.00% | 0.003132 | -1.202223 | 0.993959 | -0.986671 | 2.704141 | -1.121665 | 1.003939 | -0.366413 | 0.7343 | 0.7463 | 0.3169 | 1.521191 | 1.459213 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 16.96% | 0.958031 | -0.647330 | 0.580621 | 0.007721 | 1.343924 | 0.266507 | 2.977868 | 1.672036 | 0.7486 | 0.7585 | 0.3263 | 2.000931 | 1.619517 |
| 2459536 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.964067 | 1.025482 | 2.728951 | -0.857469 | 1.994023 | 1.134151 | 18.102964 | 14.140336 | 0.7222 | 0.7327 | 0.4019 | 6.444913 | 5.452177 |
| 2459535 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.719424 | 5.353093 | 0.458726 | -0.298156 | 3.524941 | 2.463606 | 22.443135 | 23.629028 | 0.7770 | 0.7787 | 0.3242 | 3.853226 | 3.390689 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.45% | 0.261961 | -0.788822 | 0.720912 | -0.008091 | -0.083224 | -0.481434 | 1.969602 | 1.687828 | 0.7750 | 0.7727 | 0.3347 | 1.883482 | 1.684688 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | 0.566986 | -0.810538 | 1.057674 | -0.686922 | -0.789565 | -0.557779 | 1.921205 | 1.628750 | 0.7157 | 0.7351 | 0.3873 | 1.701780 | 1.530448 |
| 2459532 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 8.588261 | 6.998002 | 1.492549 | -0.411733 | 7.738428 | 9.437487 | 30.052141 | 32.606084 | 0.7183 | 0.7341 | 0.3608 | 5.377647 | 4.828021 |
| 2459530 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.947868 | 1.184175 | 0.683390 | -0.207873 | 2.464853 | 2.846959 | 14.381079 | 16.500778 | 0.7230 | 0.7384 | 0.3784 | 4.554257 | 4.284642 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.950814 | -0.956569 | 2.052541 | -0.418787 | 0.897980 | -1.234191 | 1.402336 | 0.419081 | 0.9131 | 0.9431 | 0.2770 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 12.24% | 2.04% | -0.237766 | -1.495141 | 2.335533 | -0.692122 | -1.045224 | -1.176728 | 0.545921 | -0.223717 | nan | nan | nan | 2.180883 | 1.937978 |
| 2459522 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -0.252331 | -1.221640 | 1.819205 | -0.498971 | -0.860027 | -0.487276 | 3.289465 | 0.869761 | 0.6708 | 0.7287 | 0.3390 | 1.683452 | 2.198068 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.657862 | -1.002658 | -0.229503 | 0.315603 | 0.480956 | -1.230552 | -0.068046 | -1.355633 | 0.0523 | 0.0333 | 0.0035 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 0.712440 | -0.629096 | 0.665114 | -0.000579 | -0.327313 | -0.721165 | 0.873868 | -0.126805 | 0.9245 | 0.9559 | 0.1574 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.406044 | -0.528110 | 1.101133 | 0.120848 | -0.062480 | -0.787713 | 0.221238 | -0.669626 | 0.8885 | 0.8690 | 0.1934 | 6.635802 | 5.300713 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | 0.805321 | -0.610114 | 1.857424 | -0.161267 | 2.988585 | -0.682121 | 1.133647 | 0.153560 | 0.8885 | 0.8806 | 0.4053 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 76.74% | 0.00% | 0.166162 | -0.732134 | 0.312394 | -0.464994 | 0.037870 | -0.811235 | 0.584960 | 0.006481 | 0.8793 | 0.9066 | 0.3613 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 5.26% | -0.104222 | -1.429958 | -0.062481 | -0.504460 | 1.164465 | -0.302226 | 0.865215 | 0.475243 | 0.8864 | 0.9011 | 0.3540 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.37% | 0.00% | -0.084905 | -1.233845 | 0.824474 | 0.017188 | 1.236486 | -0.057114 | 3.004441 | 1.406828 | 0.8946 | 0.9441 | 0.1597 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.033208 | -1.281042 | 0.539351 | -0.218285 | 1.113193 | -0.183430 | 3.296582 | 0.920076 | 0.8988 | 0.9033 | 0.3777 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.37% | 2.63% | -0.138593 | -1.244970 | 0.484228 | -0.444110 | 1.407995 | -0.796496 | 2.044837 | -0.109792 | 0.9205 | 0.9383 | 0.2946 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.473198 | -1.376770 | 0.972913 | -0.095443 | 2.056765 | -0.014199 | 2.024808 | 0.770757 | 0.8811 | 0.8936 | 0.3914 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 5.26% | -0.327349 | -1.385310 | 0.793301 | -0.154068 | 1.965221 | -0.217762 | 1.449142 | 0.633247 | 0.8754 | 0.8889 | 0.4266 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 5.26% | -0.231125 | -1.322024 | 0.628486 | -0.037075 | 1.646651 | -0.016893 | 0.405125 | -0.352421 | 0.8712 | 0.8841 | 0.4398 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.017839 | -1.039787 | 0.183558 | -1.634379 | -0.997389 | -0.548026 | 0.128268 | -1.164243 | 0.7381 | 0.7991 | 0.3406 | 0.000000 | 0.000000 |
| 2459491 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.398863 | -0.934355 | 0.371735 | -1.496061 | -0.919397 | -1.137930 | 0.122373 | -0.650536 | 0.7774 | 0.8127 | 0.2763 | 0.000000 | 0.000000 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.464525 | -0.709159 | -0.050306 | -1.942194 | -0.701870 | -1.069930 | 0.991081 | -0.382864 | 0.7483 | 0.8050 | 0.3598 | 0.000000 | 0.000000 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.235023 | -1.250528 | 0.173025 | -1.545229 | -0.847559 | -0.318601 | 3.441980 | 0.749200 | 0.7658 | 0.8105 | 0.3070 | 0.000000 | 0.000000 |
| 2459488 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 85.71% | 14.29% | -0.320908 | -1.339299 | 0.494575 | -1.115916 | -0.903789 | -0.707099 | 1.019970 | -0.445433 | 0.7649 | 0.8136 | 0.3427 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 33.188017 | 2.485341 | 5.031428 | -0.574007 | -0.263728 | 2.502221 | 2.464626 | 30.484472 | 33.188017 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 117.043823 | 9.110705 | 12.905704 | -0.094281 | 0.123666 | 12.731620 | 14.764122 | 111.726846 | 117.043823 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Shape | 1.381929 | 1.381929 | -0.641741 | -0.360182 | -0.952118 | -0.974151 | -0.805086 | 0.117234 | -1.200600 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 1.906043 | 1.866891 | -0.136152 | -0.616330 | -0.922053 | 0.454578 | 0.611400 | 1.906043 | 1.599200 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 4.475752 | 1.735386 | 1.886490 | -0.653059 | -0.664337 | 1.615074 | 2.527668 | 3.724605 | 4.475752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Power | inf | 384.826400 | 374.524377 | inf | inf | 57.612971 | 25.920062 | 936.503650 | 187.970882 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 7.630283 | 0.122305 | 1.248601 | -1.041916 | -0.562719 | 0.530027 | -0.684492 | 7.630283 | 2.685816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 8.282827 | 3.159490 | 1.442862 | -0.467303 | -0.686674 | -0.233424 | -0.849552 | 8.282827 | 3.951088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 1.437904 | 1.088089 | -0.678584 | 1.437904 | 1.173776 | 0.933516 | -0.627765 | 1.144248 | -0.229927 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 0.970924 | 0.834659 | 0.363741 | -0.798999 | -0.873601 | -0.516723 | -0.610072 | 0.406903 | 0.970924 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Shape | 1.295686 | 1.295686 | 0.386162 | -0.510853 | -0.934931 | -0.305398 | -0.281653 | -0.335735 | -0.355721 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 3.436484 | -0.394105 | 1.259862 | -1.088704 | -0.428775 | -0.191978 | -0.802550 | 2.379985 | 3.436484 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 6.025326 | 3.582836 | 0.082110 | 0.057197 | -0.939557 | 2.187224 | 0.455406 | 5.631677 | 6.025326 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 3.769346 | -0.372328 | 3.401479 | -0.642276 | -0.051979 | -0.327953 | 1.315101 | 2.524042 | 3.769346 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 3.893728 | -0.226945 | 3.847018 | -0.790240 | 0.000112 | -0.629095 | 1.427221 | 3.893728 | 3.643603 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 1.663338 | -0.071100 | 1.121622 | -0.858588 | 0.645220 | -0.145303 | 1.663338 | -0.070603 | 1.047784 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Shape | 1.592953 | 1.592953 | -0.616832 | 0.350652 | -1.115793 | 0.662622 | -0.743115 | 0.160492 | -0.661601 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 2.187467 | 1.665176 | 0.222727 | 1.170321 | -0.835952 | 0.055045 | -0.040235 | 1.746267 | 2.187467 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 1.990299 | -1.198555 | 0.414508 | 0.939623 | 0.923140 | -1.102912 | 1.990299 | -0.167827 | 1.508966 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Variability | 24.683315 | 8.524479 | 5.092747 | 0.576847 | 0.880687 | 24.683315 | 20.835681 | 24.471451 | 21.385468 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 11.774204 | 2.527643 | 1.981789 | 1.747227 | -0.730587 | 4.074347 | 2.872425 | 9.783396 | 11.774204 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 2.127784 | -0.587483 | 1.614048 | -0.900376 | 2.127784 | -0.726302 | 0.188802 | -0.693582 | 0.655423 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 2.582971 | 2.126262 | -0.319978 | 2.582971 | -0.480626 | 0.977709 | 0.686550 | 0.799212 | -0.035369 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 7.587625 | 0.821994 | 0.803359 | -0.654083 | 3.667219 | -0.558005 | -0.522816 | 7.587625 | 7.004086 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 6.465529 | 0.601617 | 0.115399 | 0.506012 | 0.281555 | -0.354567 | 0.983470 | 4.886984 | 6.465529 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Shape | 5.997388 | 5.997388 | 5.181185 | 0.644446 | 1.381859 | 2.183055 | 4.248960 | 2.697620 | 0.329755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Shape | 20.799912 | 18.715768 | 20.799912 | 5.614067 | 3.402530 | 5.602344 | 12.075685 | 17.448489 | 17.363743 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 7.207938 | 1.714445 | 2.428203 | 2.233126 | -0.602939 | 2.328170 | 3.218877 | 6.689438 | 7.207938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 9.424806 | 2.300257 | 2.437569 | -0.495098 | 1.371199 | 1.905833 | 1.509943 | 9.424806 | 7.970020 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 2.349966 | 0.001552 | -0.151483 | 2.349966 | -0.953076 | -0.743871 | -0.365081 | 1.259619 | 0.786720 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 24.121815 | 10.935818 | 8.440202 | -0.272916 | 1.581640 | 6.485869 | 5.617291 | 22.789622 | 24.121815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 6.174964 | 1.017022 | 0.736473 | 3.241550 | -0.445334 | 0.314977 | 1.289114 | 4.124840 | 6.174964 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Power | 1.026490 | -0.155878 | -0.835095 | -0.331739 | 1.026490 | -0.162438 | -0.451425 | 0.068889 | -1.730482 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 3.210241 | -0.772153 | 0.112290 | -0.779147 | 3.210241 | -0.507445 | 0.015211 | 0.765957 | 1.152195 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 2.387557 | -0.676672 | 0.307204 | -0.353986 | 2.387557 | -0.491389 | 0.298189 | 0.443314 | 1.508989 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 4.018576 | -0.759788 | 1.078023 | -0.331112 | 2.745755 | -0.492823 | 1.195232 | -0.371826 | 4.018576 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Shape | 0.981266 | 0.981266 | -0.458930 | 0.813574 | -0.428665 | -0.670046 | -0.678936 | -0.377205 | -0.502539 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 29.020414 | 5.710222 | 2.415012 | -0.517365 | 2.688806 | 5.674153 | 3.583844 | 29.020414 | 23.589220 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 44.939748 | 5.204366 | 2.397057 | -0.547981 | 1.818301 | 3.725723 | 2.123062 | 44.939748 | 33.002772 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 1.942769 | -0.721077 | -0.701351 | 0.971921 | -0.092080 | -0.063931 | 1.942769 | -1.798831 | 0.101996 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Shape | 1.566951 | -0.873444 | 1.566951 | -0.492881 | 1.015665 | -0.962013 | 0.961674 | -0.696296 | 0.732219 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 28.063416 | 3.325034 | 3.478676 | -0.589434 | 4.961827 | 3.311580 | 5.650990 | 17.737301 | 28.063416 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 4.336892 | -0.684108 | -0.538356 | -0.558639 | -0.096327 | 4.336892 | 0.204608 | 2.378490 | 2.406677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 3.226977 | 0.156996 | -0.699482 | 0.783846 | 0.077197 | 3.226977 | -0.783707 | 2.429002 | 0.682011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 1.665497 | -0.223235 | -0.659092 | 1.665497 | 0.130469 | 0.153267 | 0.514834 | 1.526141 | 0.811987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 1.304868 | -0.118855 | -0.573116 | 1.304868 | 0.031292 | -0.224718 | 0.337710 | 0.879749 | 0.382264 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 1.726387 | -0.147957 | -0.791478 | 1.726387 | -0.014232 | 0.044440 | 0.606353 | 0.883427 | 0.242815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 1.568060 | -0.009595 | -0.867371 | 1.568060 | -0.115476 | 0.011343 | 0.466707 | 1.103062 | 0.309418 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 2.315749 | -0.674364 | 0.612690 | -0.192907 | 2.028320 | -0.876294 | -0.495748 | 1.483072 | 2.315749 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 1.267474 | -0.437831 | 0.639616 | -0.214958 | 1.267474 | -0.661053 | -0.508268 | -0.454305 | -0.080809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 2.580886 | -0.662901 | 0.131133 | -0.987216 | 1.513262 | -0.822608 | 2.580886 | 1.926180 | 1.148138 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 9.487466 | 0.071714 | 0.864246 | -0.280672 | 0.676847 | 0.807439 | 0.548104 | 7.625385 | 9.487466 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 24.378415 | 3.085190 | 2.323210 | 0.751215 | -0.694042 | 3.341965 | 2.929488 | 24.378415 | 19.305792 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 2.114099 | -1.066291 | 0.201059 | -0.449416 | 0.404818 | -0.526418 | 0.336698 | 1.571380 | 2.114099 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 2.704141 | -1.202223 | 0.003132 | -0.986671 | 0.993959 | -1.121665 | 2.704141 | -0.366413 | 1.003939 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 2.977868 | -0.647330 | 0.958031 | 0.007721 | 0.580621 | 0.266507 | 1.343924 | 1.672036 | 2.977868 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 18.102964 | 1.025482 | 2.964067 | -0.857469 | 2.728951 | 1.134151 | 1.994023 | 14.140336 | 18.102964 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 23.629028 | 6.719424 | 5.353093 | 0.458726 | -0.298156 | 3.524941 | 2.463606 | 22.443135 | 23.629028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 1.969602 | -0.788822 | 0.261961 | -0.008091 | 0.720912 | -0.481434 | -0.083224 | 1.687828 | 1.969602 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 1.921205 | 0.566986 | -0.810538 | 1.057674 | -0.686922 | -0.789565 | -0.557779 | 1.921205 | 1.628750 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 32.606084 | 8.588261 | 6.998002 | 1.492549 | -0.411733 | 7.738428 | 9.437487 | 30.052141 | 32.606084 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Temporal Discontinuties | 16.500778 | 1.184175 | 1.947868 | -0.207873 | 0.683390 | 2.846959 | 2.464853 | 16.500778 | 14.381079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 2.052541 | 0.950814 | -0.956569 | 2.052541 | -0.418787 | 0.897980 | -1.234191 | 1.402336 | 0.419081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 2.335533 | -0.237766 | -1.495141 | 2.335533 | -0.692122 | -1.045224 | -1.176728 | 0.545921 | -0.223717 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 3.289465 | -1.221640 | -0.252331 | -0.498971 | 1.819205 | -0.487276 | -0.860027 | 0.869761 | 3.289465 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 0.480956 | -1.002658 | -0.657862 | 0.315603 | -0.229503 | -1.230552 | 0.480956 | -1.355633 | -0.068046 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 0.873868 | -0.629096 | 0.712440 | -0.000579 | 0.665114 | -0.721165 | -0.327313 | -0.126805 | 0.873868 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 1.638574 | 0.461835 | -0.751465 | 1.638574 | 0.377085 | 0.879722 | -1.009340 | 0.809588 | -0.239996 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 1.101133 | -0.528110 | 0.406044 | 0.120848 | 1.101133 | -0.787713 | -0.062480 | -0.669626 | 0.221238 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 2.988585 | 0.805321 | -0.610114 | 1.857424 | -0.161267 | 2.988585 | -0.682121 | 1.133647 | 0.153560 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 0.584960 | 0.166162 | -0.732134 | 0.312394 | -0.464994 | 0.037870 | -0.811235 | 0.584960 | 0.006481 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 1.164465 | -0.104222 | -1.429958 | -0.062481 | -0.504460 | 1.164465 | -0.302226 | 0.865215 | 0.475243 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 3.004441 | -1.233845 | -0.084905 | 0.017188 | 0.824474 | -0.057114 | 1.236486 | 1.406828 | 3.004441 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 3.296582 | -0.033208 | -1.281042 | 0.539351 | -0.218285 | 1.113193 | -0.183430 | 3.296582 | 0.920076 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 2.044837 | -1.244970 | -0.138593 | -0.444110 | 0.484228 | -0.796496 | 1.407995 | -0.109792 | 2.044837 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 2.056765 | -0.473198 | -1.376770 | 0.972913 | -0.095443 | 2.056765 | -0.014199 | 2.024808 | 0.770757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 1.965221 | -0.327349 | -1.385310 | 0.793301 | -0.154068 | 1.965221 | -0.217762 | 1.449142 | 0.633247 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Variability | 1.646651 | -1.322024 | -0.231125 | -0.037075 | 0.628486 | -0.016893 | 1.646651 | -0.352421 | 0.405125 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Power | 0.183558 | -1.039787 | -0.017839 | -1.634379 | 0.183558 | -0.548026 | -0.997389 | -1.164243 | 0.128268 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Shape | 0.398863 | 0.398863 | -0.934355 | 0.371735 | -1.496061 | -0.919397 | -1.137930 | 0.122373 | -0.650536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 0.991081 | -0.709159 | 0.464525 | -1.942194 | -0.050306 | -1.069930 | -0.701870 | -0.382864 | 0.991081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 3.441980 | -0.235023 | -1.250528 | 0.173025 | -1.545229 | -0.847559 | -0.318601 | 3.441980 | 0.749200 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120 | 8 | digital_ok | ee Temporal Discontinuties | 1.019970 | -0.320908 | -1.339299 | 0.494575 | -1.115916 | -0.903789 | -0.707099 | 1.019970 | -0.445433 |